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niche-scout

Evaluate Amazon KDP niche profitability using keyword volume and BSR distribution.

24|6|Updated Nov 15, 2025
Search Tags:#profitability#keyword analysis#niche research#kdp#book publishing#amazon bsr
One-click install
npx skills add https://github.com/cdeistopened/skill-stack --skill niche-scout
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: niche-scout
Source: https://github.com/cdeistopened/skill-stack/tree/main/public/skills/niche-scout
Command: npx skills add https://github.com/cdeistopened/skill-stack --skill niche-scout

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, python3, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps authors and publishers determine if a specific book niche is profitable on Amazon KDP by analyzing key market indicators.

Core Features & Use Cases

  • Keyword Volume Analysis: Assesses demand for a niche using Amazon search volume data.
  • BSR (Best Seller Rank) Evaluation: Analyzes the BSR of top-ranking books to gauge competition and market saturation.
  • Niche Scoring: Provides a clear verdict (VIABLE, BORDERLINE, TOO COMPETITIVE, DEAD) based on predefined benchmarks.
  • Use Case: An aspiring author wants to publish a book on "urban gardening." They use this Skill with the keyword "urban gardening for beginners" to see if there's enough demand, if existing books are selling well, and if they can realistically compete.

Quick Start

Use the niche-scout skill to evaluate the profitability of the book niche 'beekeeping for beginners'.

Frequently Asked Questions about niche-scout

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check if an Amazon KDP niche is profitable before publishing?▼

To evaluate Amazon KDP niche profitability, you need to analyze keyword search volume, Best Seller Rank (BSR) distribution, competition levels, and self-published author success to identify demand and assess market saturation.

What does Amazon BSR distribution tell me about market saturation?▼

Amazon BSR distribution reveals market saturation by indicating whether top-ranking books are actively selling. Evaluating BSR helps gauge competition levels and determines if a niche is viable or too competitive.

How do I score a book niche to get a clear viability verdict?▼

You score a book niche by comparing keyword search volume and BSR data against predefined benchmarks for Kindle, paperback, and audiobook platforms. This yields a clear verdict: VIABLE, BORDERLINE, TOO COMPETITIVE, or DEAD.

Does this niche research approach work for all Amazon KDP book formats?▼

Yes, this niche research evaluates profitability across all Amazon KDP formats. It scores niches based on established benchmarks specifically for Kindle, paperback, and audiobook platforms to determine overall viability.

What keyword analysis is needed to assess demand for a KDP book niche?▼

Assessing demand for a KDP book niche requires keyword analysis using Amazon search volume data. This reveals whether there is sufficient reader interest and demand to justify publishing in that specific market.

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